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Research in India
Keynote Address
Workshop on Research Methodology,
VTUPG Centre, Muddenahalli
2nd April 2018
Dr. S.N. Sridhara
Principal and Director
K.S. School of Engineering and Management
Bengaluru
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 1
Research: Definition
Research:
The systematic investigation into and study of materials
and sources in order to establish facts and reach new
conclusions.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 2
Research
“ Research is a structured systematic study carried out through acceptable
Scientific Methodology to solve problems that results in verifiable, valuable
and valid proposals”
Research may lead to new Theory, Proposal, Correlation, Design or
Method or even a new Product
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 3
Research Outcome
Research Outcome may be utilised for
1. Presenting thesis for Degree
2. Publishing research papers
3. Filing patents
4. Releasing new products or ideas to market and
5. Carrying out consultancy services
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 4
Why a Faculty should take up Research
• Opportunity to widen the knowledge base
• Sharpening of learning skills
• Opportunity to publish research papers
• Opportunity to take financial grant for research projects
• Earn more through consultancy projects
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 5
M.Phil and
Ph.D. Degrees
awarded in
India in 2015-
16 as per UGC
data
https://www.ugc.ac.in/stats.aspx
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 6
Faculty wise enrolment for in Ph.D.; Colleges and
Universities as per UGC data
https://www.ugc.ac.in/stats.aspx
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 7
Enrolment to Ph.D. Courses as per Ministry of
Human Resource Department
http://mhrd.gov.in/statist
Ph.D.
Male Female Both
All University Types
2015-16 65620 43932 109552
2014-15 60907 39885 100792
2013-14 58153 37184 95337
2012-13 48984 33545 82529
2011-12 43219 26308 69527
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 8
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 9
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 10
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 11
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 12
Research Design and Methods
•Research Design is the framework to
methodically define the research questions and
seek answers.
•A few specific questions in Research Methods,
may be as follows:
1. Which is the field of study?
• generic to start with and more specific at later stages
2. Why this research?
• Gap in literature and possible outcome from this research
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 13
3. What technical skills are required for this
research?
• Mathematical background, subject knowledge, special
technical tools etc..
4. What are your strengths?
• Mathematical background, subject knowledge, special
technical tools etc..
5. What are your to-be-improved issues?
• Mathematical background, subject knowledge, special
technical tools etc..
Research Design and Methods
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 14
6. What facility is required for the research
• Hardware, Software, infrastructure etc.
7. What facilities are available and what is to be
procured?
• Hardware, Software, Infrastructure etc.
8. Which are the sources of research technical
knowhow?
• Relevant journals, research institutes, leading
researchers, leading research facilities etc must be
known in advance.
Research Design and Methods
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 15
9. In case of sociology type of research, what data
is required; and from where these can be
retrieved or collected?
• Data for understanding and situation; can be collected
from survey and other means.
10.What will be the sample design?
• Target population and collection of data.
11.How is the data analysed?
• Data analysis techniques must be discussed.
Research Design and Methods
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 16
Research Methodology - Mandatory Steps in Science and
Engineering
• Finding a topic
• Problem specification
• State-of-the-art (literature review)
• Proposed approaches and their justification
• Tools and methods used
• Expected results and their significance
• Plan of activities, time table
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 17
• Selection of a research topic
• Definition of a research problem
• Literature survey
• Evaluation of current status of the topic chosen
• Formulation of hypotheses
• Research design
• Actual investigation
• Data analysis
• Interpretation of result
• Report
Research Methodology - Mandatory Steps in Social Science
Research
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 18
Begin with broad questions
Narrow Down, Focus in
Focus on highly
narrowed down
questions
Analyse in the
focused arena
Generalise the results using broad
testing methodology
Research Methodology
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 19
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 20
Knowing Why and What.mp4
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 21
Classification of Research in Engineering Field
Based on Application: 1. Pure (Basic)Research,
2. Applied Research
Pure Research involves developing and/or testing new theories, models, designs and
correlation that may or may not have immediate application but of immense importance
from the point of view of development of knowledge base in fundamental aspects.
Examples:
•New theory annex added to electromagnetic wave theory,
•Development of analytical procedure to solve a highly complex mathematical model,
•Contribution to number theory etc.,
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 22
Classification of Research in Engineering Field
Applied Research refers to research carried out to derive a methodology, model, design or
analysis for problems that have immediate application.
In case of applied research, the the immediate application of anticipated solution dictates the
problem for the research.
Examples:
1.Improvising the atomizer performance for application in a combustor,
2.Developing a new efficient and compact instrumentation / model for wireless
communication.
3. Developing a new methodology for a manufacturing process, Inventing new tools of
management,
4. Analysing a process or event in the light of physics to explain the phenomena reported etc.,
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 23
Classification of Research in Engineering Field
Based on Methodology:
1. Experimental, 2. Analytical 3. Numerical
Experimental Research is associated with experimental investigation of a process or theme using
appropriate tools.
Examples:
1.Investigation of flow behaviour of a magnetic fluid in a magnetically resonated duct using
appropriate instrumentation,
2. The performance evaluation of an internal combustion engine with different catalytic converters
using required instrumentation,
3. Evolution and testing of a new strategy for product design as applied to specific class of products
using the current trends in the market, etc.,
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 24
Classification of Research in Engineering Field
Analytical Research is associated with the developments of models or solution to the
problems using analytical tools.
Examples:
1. Solution to a set of partial differential equations using error functions or any such new
methods.
2. Development of an analytical tool to collect and analyse data during adoption of a new
management strategy.
3. Evolution of new standards and practices for efficient product design procedure.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 25
Classification of Research in Engineering Field
Numerical Research is associated with the solution obtained for a practical problem using
numerical tools. New numerical tools and procedures may be evolved during this process or
the available commercial numerical analysis based software may be used to solve the
problem.
Examples:
1. Numerical investigation of flow of a non-newtonian fluid through a pin-hole orifice using
a commercial software.
2. Development of a numerical tool to predict the fluid flow behaviour in a hypersonic flow
regime.
3. Evolution of a new tool for grading the customer satisfaction using mathematical,
statistical and numerical methods.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 26
• Research Methods are broadly classified as
• Exploratory Research Method
• Conclusive Research Method
Research Design Methods
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 27
Experimental Research Design:
The main objective of an experiment is to
measure the influence of the independent
variables on a dependant variable while
keeping the other variables constant
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 28
Research Design
Exploratory Research Design:
It is a qualitative flexible approach of investigation wherein the
working procedure is defined and explored for various alternate
approaches in research.
This is a simple procedure and loosely structured.
Example:
A rough route map laid down to carry out research towards
addressing the issue. In this procedure, irrespective of
complexities involved, only skeleton of research design is made.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 29
Research Design
Conclusive Research Design:
It is a quantitative definitive approach of investigation
wherein the working procedure is defined and explored
considering all details starting from literature survey
upto drawing conclusions.
Multiple divisions are shown under Conclusive Research
Design.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 30
Exploratory Research
1. Loosely structured
2. Flexible methodology
3. Does not involve testing of hypothesis
4. Outcomes are specific to problem
defined and cannot be generalised
Conclusive Research
1. Well structured and systematic in
Design
2. Has a formal and definitive
methodology that must be followed
and tested
3. Involves testing of hypothesis
4. Outcomes may be generalised since
they have a theoretical and practical
application
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 31
Research Design
Descriptive Research Design:
Descriptive research designs are most
comprehensive and provides detail explanation to
the research problems under investigation.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 32
Research Design
Descriptive Research Design:
In this research, the research design is rigid and not flexible and
must focus on the following:
1. Objectives of study (Why and How)
2. Data collection methodology
3. Selecting the sample
4. Collecting the sample
5. Processing and analysing the data
6. Reporting Findings
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 33
Example for Descriptive Research Design:
Case 1: Business Research, an example
• Objectives: To find out the usefulness of playing instruments
in a park
• Data Collection Methods: Questionnaire for users,
manufacturers, service providers etc,
• Selecting the sample: Small park, Big park, park in Rich people
living Area etc, Number of sample..
• Collecting the data: personal meeting, e-mail, through others ….
• Processing and Analysing Data: Statistical and probabilistic
approach, Hypothesis …
• Reporting the Findings: Proper conclusion and applying to larger
mass.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 34
Example for Descriptive Research Design:
Case 1: Engineering Research, an example
• Objectives: To find out the better design for a solar collector.
• Data Collection Methods: previous papers on solar collectors,
manufacturer's design plants etc.
• Selecting the sample: A proper size of solar collector is chosen for
investigation
• Collecting the data: Collection of performance parameters of various solar
collectors of same size from different manufacturer, design, material etc.
Experimentation on solar power collection etc
• Processing and Analysing Data: computation of performance parameters
• Reporting the Findings: Proper conclusion and applying to larger or
particular design.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 35
Experimental Research Design:
• In an experiment, a researcher actively manipulates
one or more casual variables and measures their
effects on the dependant variables of interest.
• Other variables not included may affect the outcome,
hence it cannot prove causality.
• Here one can infer on cause-and-effect relationship.
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 36
Experimental Research Design:
Example: Business research: usefulness of playing instrument in a
park
• Identified cause variables may be aesthetics of playing
instrument and ergonomic design of instruments. The
Dependent variable may be the happiness in children using
these instruments.
• Other cause variables ignored may be type of paints used on
the instruments, the timings of opening of park etc.,
• Here one can infer on cause-and-effect relationship but may
not be complete
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 37
Experimental Research Design:
Example: Engineering research: Better design of solar collector
plate
• Identified cause variables may be material of plate of solar
collector and slope of plate mounting . The Dependent variable
may be the maximum heat extracted using Solar plate collector
• Other cause variables ignored may be type water used in the
plate collector, the piping material insulation etc.,
• Here one can infer on cause-and-effect relationship but may
not be complete
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 38
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 39
Happy Baby.mp4
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 40
Thank you
Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 41

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1 research methdology mandatory steps

  • 1. Research in India Keynote Address Workshop on Research Methodology, VTUPG Centre, Muddenahalli 2nd April 2018 Dr. S.N. Sridhara Principal and Director K.S. School of Engineering and Management Bengaluru Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 1
  • 2. Research: Definition Research: The systematic investigation into and study of materials and sources in order to establish facts and reach new conclusions. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 2
  • 3. Research “ Research is a structured systematic study carried out through acceptable Scientific Methodology to solve problems that results in verifiable, valuable and valid proposals” Research may lead to new Theory, Proposal, Correlation, Design or Method or even a new Product Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 3
  • 4. Research Outcome Research Outcome may be utilised for 1. Presenting thesis for Degree 2. Publishing research papers 3. Filing patents 4. Releasing new products or ideas to market and 5. Carrying out consultancy services Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 4
  • 5. Why a Faculty should take up Research • Opportunity to widen the knowledge base • Sharpening of learning skills • Opportunity to publish research papers • Opportunity to take financial grant for research projects • Earn more through consultancy projects Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 5
  • 6. M.Phil and Ph.D. Degrees awarded in India in 2015- 16 as per UGC data https://www.ugc.ac.in/stats.aspx Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 6
  • 7. Faculty wise enrolment for in Ph.D.; Colleges and Universities as per UGC data https://www.ugc.ac.in/stats.aspx Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 7
  • 8. Enrolment to Ph.D. Courses as per Ministry of Human Resource Department http://mhrd.gov.in/statist Ph.D. Male Female Both All University Types 2015-16 65620 43932 109552 2014-15 60907 39885 100792 2013-14 58153 37184 95337 2012-13 48984 33545 82529 2011-12 43219 26308 69527 Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 8
  • 9. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 9
  • 10. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 10
  • 11. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 11
  • 12. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 12
  • 13. Research Design and Methods •Research Design is the framework to methodically define the research questions and seek answers. •A few specific questions in Research Methods, may be as follows: 1. Which is the field of study? • generic to start with and more specific at later stages 2. Why this research? • Gap in literature and possible outcome from this research Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 13
  • 14. 3. What technical skills are required for this research? • Mathematical background, subject knowledge, special technical tools etc.. 4. What are your strengths? • Mathematical background, subject knowledge, special technical tools etc.. 5. What are your to-be-improved issues? • Mathematical background, subject knowledge, special technical tools etc.. Research Design and Methods Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 14
  • 15. 6. What facility is required for the research • Hardware, Software, infrastructure etc. 7. What facilities are available and what is to be procured? • Hardware, Software, Infrastructure etc. 8. Which are the sources of research technical knowhow? • Relevant journals, research institutes, leading researchers, leading research facilities etc must be known in advance. Research Design and Methods Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 15
  • 16. 9. In case of sociology type of research, what data is required; and from where these can be retrieved or collected? • Data for understanding and situation; can be collected from survey and other means. 10.What will be the sample design? • Target population and collection of data. 11.How is the data analysed? • Data analysis techniques must be discussed. Research Design and Methods Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 16
  • 17. Research Methodology - Mandatory Steps in Science and Engineering • Finding a topic • Problem specification • State-of-the-art (literature review) • Proposed approaches and their justification • Tools and methods used • Expected results and their significance • Plan of activities, time table Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 17
  • 18. • Selection of a research topic • Definition of a research problem • Literature survey • Evaluation of current status of the topic chosen • Formulation of hypotheses • Research design • Actual investigation • Data analysis • Interpretation of result • Report Research Methodology - Mandatory Steps in Social Science Research Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 18
  • 19. Begin with broad questions Narrow Down, Focus in Focus on highly narrowed down questions Analyse in the focused arena Generalise the results using broad testing methodology Research Methodology Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 19
  • 20. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 20
  • 21. Knowing Why and What.mp4 Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 21
  • 22. Classification of Research in Engineering Field Based on Application: 1. Pure (Basic)Research, 2. Applied Research Pure Research involves developing and/or testing new theories, models, designs and correlation that may or may not have immediate application but of immense importance from the point of view of development of knowledge base in fundamental aspects. Examples: •New theory annex added to electromagnetic wave theory, •Development of analytical procedure to solve a highly complex mathematical model, •Contribution to number theory etc., Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 22
  • 23. Classification of Research in Engineering Field Applied Research refers to research carried out to derive a methodology, model, design or analysis for problems that have immediate application. In case of applied research, the the immediate application of anticipated solution dictates the problem for the research. Examples: 1.Improvising the atomizer performance for application in a combustor, 2.Developing a new efficient and compact instrumentation / model for wireless communication. 3. Developing a new methodology for a manufacturing process, Inventing new tools of management, 4. Analysing a process or event in the light of physics to explain the phenomena reported etc., Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 23
  • 24. Classification of Research in Engineering Field Based on Methodology: 1. Experimental, 2. Analytical 3. Numerical Experimental Research is associated with experimental investigation of a process or theme using appropriate tools. Examples: 1.Investigation of flow behaviour of a magnetic fluid in a magnetically resonated duct using appropriate instrumentation, 2. The performance evaluation of an internal combustion engine with different catalytic converters using required instrumentation, 3. Evolution and testing of a new strategy for product design as applied to specific class of products using the current trends in the market, etc., Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 24
  • 25. Classification of Research in Engineering Field Analytical Research is associated with the developments of models or solution to the problems using analytical tools. Examples: 1. Solution to a set of partial differential equations using error functions or any such new methods. 2. Development of an analytical tool to collect and analyse data during adoption of a new management strategy. 3. Evolution of new standards and practices for efficient product design procedure. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 25
  • 26. Classification of Research in Engineering Field Numerical Research is associated with the solution obtained for a practical problem using numerical tools. New numerical tools and procedures may be evolved during this process or the available commercial numerical analysis based software may be used to solve the problem. Examples: 1. Numerical investigation of flow of a non-newtonian fluid through a pin-hole orifice using a commercial software. 2. Development of a numerical tool to predict the fluid flow behaviour in a hypersonic flow regime. 3. Evolution of a new tool for grading the customer satisfaction using mathematical, statistical and numerical methods. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 26
  • 27. • Research Methods are broadly classified as • Exploratory Research Method • Conclusive Research Method Research Design Methods Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 27
  • 28. Experimental Research Design: The main objective of an experiment is to measure the influence of the independent variables on a dependant variable while keeping the other variables constant Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 28
  • 29. Research Design Exploratory Research Design: It is a qualitative flexible approach of investigation wherein the working procedure is defined and explored for various alternate approaches in research. This is a simple procedure and loosely structured. Example: A rough route map laid down to carry out research towards addressing the issue. In this procedure, irrespective of complexities involved, only skeleton of research design is made. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 29
  • 30. Research Design Conclusive Research Design: It is a quantitative definitive approach of investigation wherein the working procedure is defined and explored considering all details starting from literature survey upto drawing conclusions. Multiple divisions are shown under Conclusive Research Design. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 30
  • 31. Exploratory Research 1. Loosely structured 2. Flexible methodology 3. Does not involve testing of hypothesis 4. Outcomes are specific to problem defined and cannot be generalised Conclusive Research 1. Well structured and systematic in Design 2. Has a formal and definitive methodology that must be followed and tested 3. Involves testing of hypothesis 4. Outcomes may be generalised since they have a theoretical and practical application Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 31
  • 32. Research Design Descriptive Research Design: Descriptive research designs are most comprehensive and provides detail explanation to the research problems under investigation. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 32
  • 33. Research Design Descriptive Research Design: In this research, the research design is rigid and not flexible and must focus on the following: 1. Objectives of study (Why and How) 2. Data collection methodology 3. Selecting the sample 4. Collecting the sample 5. Processing and analysing the data 6. Reporting Findings Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 33
  • 34. Example for Descriptive Research Design: Case 1: Business Research, an example • Objectives: To find out the usefulness of playing instruments in a park • Data Collection Methods: Questionnaire for users, manufacturers, service providers etc, • Selecting the sample: Small park, Big park, park in Rich people living Area etc, Number of sample.. • Collecting the data: personal meeting, e-mail, through others …. • Processing and Analysing Data: Statistical and probabilistic approach, Hypothesis … • Reporting the Findings: Proper conclusion and applying to larger mass. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 34
  • 35. Example for Descriptive Research Design: Case 1: Engineering Research, an example • Objectives: To find out the better design for a solar collector. • Data Collection Methods: previous papers on solar collectors, manufacturer's design plants etc. • Selecting the sample: A proper size of solar collector is chosen for investigation • Collecting the data: Collection of performance parameters of various solar collectors of same size from different manufacturer, design, material etc. Experimentation on solar power collection etc • Processing and Analysing Data: computation of performance parameters • Reporting the Findings: Proper conclusion and applying to larger or particular design. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 35
  • 36. Experimental Research Design: • In an experiment, a researcher actively manipulates one or more casual variables and measures their effects on the dependant variables of interest. • Other variables not included may affect the outcome, hence it cannot prove causality. • Here one can infer on cause-and-effect relationship. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 36
  • 37. Experimental Research Design: Example: Business research: usefulness of playing instrument in a park • Identified cause variables may be aesthetics of playing instrument and ergonomic design of instruments. The Dependent variable may be the happiness in children using these instruments. • Other cause variables ignored may be type of paints used on the instruments, the timings of opening of park etc., • Here one can infer on cause-and-effect relationship but may not be complete Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 37
  • 38. Experimental Research Design: Example: Engineering research: Better design of solar collector plate • Identified cause variables may be material of plate of solar collector and slope of plate mounting . The Dependent variable may be the maximum heat extracted using Solar plate collector • Other cause variables ignored may be type water used in the plate collector, the piping material insulation etc., • Here one can infer on cause-and-effect relationship but may not be complete Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 38
  • 39. Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 39
  • 40. Happy Baby.mp4 Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 40
  • 41. Thank you Dr. S.N. Sridhara, KSSEM sridharasn1964@gmail.com 41